Developer restores vintage magazines with agent pipeline, only ~30 manual decisions per issue
A developer shared an agent pipeline for restoring old magazines, removing ink stains and scan artifacts by comparing renders against original scans. A full 160-page issue required only 30 manual decisions and 100 edit approvals, and the repo is planned to be open-sourced.
2026-11-15 ~ 2026-11-15 · 2 related posts
- Restoration pipeline details: removing ink blobs via render-vs-original comparison — generativist · 2026-11-15
- 160-page magazine restoration took ~30 decisions and ~100 HITL approvals — generativist · 2026-11-15